Faostat Scientific Paper
Use when the user wants an academic / peer-reviewable research paper built from FAOSTAT data — "scientific paper", "academic paper", "research paper", "journal article", "IMRaD write-up", "peer-reviewed paper", "manuscript". The deliverable is a .docx following IMRaD structure (Abstract, Introduction, Methods, Results, Discussion, Conclusion, References), a multi-sheet .xlsx data appendix, and a…
Faostat Map
Use when the user wants a world or regional choropleth map of a FAOSTAT metric — production, yield, trade flow, emissions, temperature change, fertilizer use, undernourishment, or any other country-level indicator. Use when the user asks for "a map of X", "where is Y grown/produced/emitted", "show global distribution of Z", or for a choropleth / heat-map style visualization of FAOSTAT data. Keywo…
Faostat Export Dataset
Use when the user wants a clean, documented tabular export of FAOSTAT data — "export FAOSTAT", "download the data", "give me the CSV / xlsx of [indicator]", "I want the raw numbers", "tabular data pull", "export to spreadsheet". The deliverable is a bundle — one multi-sheet .xlsx (README / Data_tidy / Data_wide / Methodology / Sources) + one tidy-long .csv mirror + a data-dictionary .md. No prose…
Faostat Infographic
Use when the user wants a modern, non-expert-facing visual summary of FAOSTAT data on a single page — an infographic, one-pager, visual summary, explainer card, or shareable graphic for social, pitch decks, or press use. The deliverable is a standalone HTML file with inline SVG (optional PNG/PDF export). Aesthetic — Visual Capitalist / Our World in Data explainer cards / Statista — bold typograph…
Faostat Commodity
Use when the user asks about a specific crop or commodity — global production, top producers, yield trends, trade flows, or a commodity briefing. Keywords — commodity, crop, wheat, rice, maize, coffee, cocoa, soybean, sugar, cotton, palm oil, production rankings, top producers, yield, trade, global supply, briefing, deep dive. Do NOT use for side-by-side entity comparison → `faostat-compare`. Do…
Faostat Mcp
MCP server that exposes the full FAOSTAT API as tools for AI assistants — query UNFAO Food & Agriculture Statistics in natural language via Claude, Cursor, or any MCP-compatible client.
Faostat Explore
Use when the user wants to discover what data is available in FAOSTAT, browse domains, understand what a domain contains, or is new to FAOSTAT and wants a guided tour. Use when the user mentions a topic and wants to know what FAOSTAT data covers it. Keywords — explore, discover, browse, what data, available, domains, catalog, tour, overview, what can I find, show me, help me understand, new to FA…
Faostat Climate
Use when the user asks about agricultural emissions, climate impact of farming, agrifood carbon footprint, greenhouse gases from agriculture, deforestation, forest carbon sinks, temperature change, fertilizer emissions, N2O, land use change, emissions intensity, or the climate-agriculture nexus. Keywords — emissions, climate, carbon, greenhouse gas, GHG, deforestation, forest, temperature, warmin…
Faostat Viz
Use when the user asks to visualize, chart, graph, or plot FAOSTAT data, or when they want a visual representation of agricultural statistics. Also use when another skill needs to produce a chart. Keywords — chart, graph, plot, visualize, visualization, bar chart, line chart, scatter plot, stacked bar, HTML, interactive, Chart.js, trend chart, comparison chart. Do NOT use when the user wants a sh…
Faostat Compare
Use ONLY when the user explicitly asks to compare two or more specific named entities (countries, commodities, or regions) side by side. Keywords — compare, comparison, versus, vs, benchmark, countries, crops, production, yield, area harvested, trade, growth rate. Do NOT use for a global commodity briefing → `faostat-commodity`. Do NOT use for a country food security profile → `faostat-country-pr…
Faostat Trade
Use when the user asks about food import dependence, self-sufficiency ratio, supply chain risk, trade partners, trade concentration, food security vulnerability, import reliance, export dependence, or whether a country can feed itself for a specific commodity. Keywords — import, export, trade, self-sufficiency, dependency, supply chain, food security, trade partners, concentration risk, import re…
Faostat Analytical Brief
Use when the user wants a short, FAOSTAT-style analytical brief — a multi-page PDF policy document in the FAOSTAT house visual style, with a HIGHLIGHTS box, global/regional/country sections, numbered figures with source lines, explanatory notes, and a data appendix. Use when the user asks for "an analytical brief on X", "a FAOSTAT-style brief", "a policy brief", "a FAO-style write-up", or a short…
Faostat Trends
Use when the user wants to identify biggest changes, fastest-growing or declining agricultural productions, or anomalies in FAOSTAT data over a time window for a region or set of countries. Keywords — trends, growth, decline, anomaly, change, biggest movers, acceleration, deceleration, monitoring, shift, surge, drop, spike. Do NOT use for a global commodity briefing → `faostat-commodity`. Do NOT…
Faostat Country Profile
Use when the user asks for a food security profile, country agricultural overview, country hunger or nutrition assessment, or food system summary for a specific country. Keywords — country profile, food security, undernourishment, production, trade, nutrition, calorie supply, dietary energy. Do NOT use for import dependence and supply chain risk → `faostat-trade`. Do NOT use for a global commodit…
Faostat Story
Use when the user wants to build a data-driven narrative or article from FAOSTAT data for journalists, researchers, or general-audience communicators. Use when the user provides a research question, story angle, or topic they want to explore as an HTML data story with embedded interactive charts. Keywords — story, narrative, article, journalism, data story, investigation, angle, headline, write-u…